Charilaos Mylonas
Charilaos Mylonas
PhD Candidate ETH Zurich
Verified email at ibk.baug.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data
I Abdallah, V Dertimanis, C Mylonas, K Tatsis, E Chatzi, N Dervilis, ...
Proceedings of the European Safety and Reliability Conference, 3053-3061, 2018
512018
UQLab user manual–Sensitivity analysis
S Marelli, C Lamas, B Sudret, K Konakli, C Mylonas
Report UQLab-V1, 2-106, 2019
302019
Deep unsupervised learning for condition monitoring and prediction of high dimensional data with application on windfarm scada data
C Mylonas, I Abdallah, EN Chatzi
Model Validation and Uncertainty Quantification, Volume 3, 189-196, 2020
122020
UQLab User Manual—Canonical Low-Rank Approximations
K Konakli, C Mylonas, S Marelli, B Sudret
Report UQLab-V1, 1-108, 2017
32017
Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces
G Tsialiamanis, C Mylonas, E Chatzi, N Dervilis, DJ Wagg, K Worden
Mechanical Systems and Signal Processing 157, 107692, 2021
2021
Conditional variational autoencoders for probabilistic wind turbine blade fatigue estimation using Supervisory, Control, and Data Acquisition data
C Mylonas, I Abdallah, E Chatzi
Wind Energy, 2021
2021
Bayesian graph neural networks for strain-based crack localization
C Mylonas, G Tsialiamanis, K Worden, EN Chatzi
arXiv preprint arXiv:2012.06791, 2020
2020
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets
C Mylonas, E Chatzi
arXiv preprint arXiv:2011.11740, 2020
2020
Deep CNNs and Adversarial Regularization for Fatigue Damage Failure Prediction of Concrete Anchors
C Mylonas, E Chatzi
3rd general assembly of the Swiss Community for Computational Methods in …, 2020
2020
DeepFarm: Deep Generative Modelling for Wind Farms
C Mylonas, I Abdallah, E Chatzi
10th Gene Golub SIAM Summerschool 2019: High Performable Data Analytics, 2019
2019
Crack detection through spatio-temporal pattern recognition
C Mylonas, I Abdallah, V Ntertimanis, E Chatzi
Engineering Mechanics Institute Conference (EMI 2018), 2018
2018
Shape Optimization with Boundary Elements
C Mylonas
ETH) Zürich, Switzerland, 2015
2015
DeepFarm: Deep Generative ModellingforWindFarms
C Mylonas, I Abdallah, E Chatzi
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